Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada.
Canadian Blood Services, Ottawa, Ontario, Canada.
JAMA Netw Open. 2020 Jul 1;3(7):e2010167. doi: 10.1001/jamanetworkopen.2020.10167.
Streptococcus pneumoniae is the most commonly identified cause of bacterial pneumonia, and invasive pneumococcal disease (IPD) has a high case fatality rate. The wintertime coseasonality of influenza and IPD in temperate countries has suggested that pathogen-pathogen interaction or environmental conditions may contribute to IPD risk.
To evaluate the short-term associations of influenza activity and environmental exposures with IPD risk in temperate countries and to examine the generalizability of such associations across multiple jurisdictions.
DESIGN, SETTING, AND PARTICIPANTS: This case-crossover analysis of 19 566 individuals with IPD from 1998 to 2011 combined individual-level outcomes of IPD and population-level exposures. Participants lived in 12 jurisdictions in Canada (the province of Alberta and cities of Toronto, Vancouver, and Halifax), Australia (Perth, Sydney, Adelaide, Brisbane, and Melbourne), and the United States (Baltimore, Providence, and Philadelphia). Data were analyzed in 2019.
Influenza activity, mean temperature, absolute humidity, and UV radiation at delays of 1 to 3 weeks before case occurrence in each jurisdiction.
Matched odds ratios (ORs) for IPD associated with changes in exposure variables, estimated using multivariable conditional logistic regression models. Heterogeneity in effects across jurisdictions were evaluated using random-effects meta-analytic models.
This study included 19 566 patients: 9629 from Australia (mean [SD] age, 42.8 [30.8] years; 5280 [54.8%] men), 8522 from Canada (only case date reported), and 1415 from the United States (only case date reported). In adjusted models, increased influenza activity was associated with increases in IPD risk 2 weeks later (adjusted OR [aOR] per SD increase, 1.07; 95% CI, 1.01-1.13). Increased humidity was associated with decreased IPD risk 1 week later (aOR per 1 g/m3, 0.98; 95% CI, 0.96-1.00). Other associations were heterogeneous; metaregression suggested that combinations of environmental factors might represent unique local risk signatures. For example, the heterogeneity in effects of UV radiation and humidity at a 2-week lag was partially explained by variation in temperature (UV index: coefficient, 0.0261; 95% CI, 0.0078 to 0.0444; absolute humidity: coefficient, -0.0077; 95% CI, -0.0125 to -0.0030).
In this study, influenza was associated with increased IPD risk in temperate countries. This association was not explained by coseasonality or case characteristics and appears generalizable. Absolute humidity was associated with decreased IPD risk in the same jurisdictions. The generalizable nature of these associations has important implications for influenza control and advances the understanding of the seasonality of this important disease.
肺炎球菌是细菌性肺炎最常见的病因,侵袭性肺炎球菌病(IPD)的病死率很高。在温带国家,流感和 IPD 的冬季同时发生表明病原体-病原体相互作用或环境条件可能导致 IPD 风险增加。
评估流感活动和环境暴露与温带国家 IPD 风险的短期关联,并研究这些关联在多个司法管辖区的普遍性。
设计、设置和参与者:本病例交叉分析纳入了 1998 年至 2011 年间来自 12 个司法管辖区的 19566 名 IPD 患者,这些患者的个体水平结局为 IPD,人群水平暴露。参与者居住在加拿大(艾伯塔省和多伦多、温哥华和哈利法克斯市)、澳大利亚(珀斯、悉尼、阿德莱德、布里斯班和墨尔本)和美国(巴尔的摩、普罗维登斯和费城)的 12 个司法管辖区。数据分析于 2019 年进行。
流感活动、滞后 1 至 3 周内各司法管辖区的平均温度、绝对湿度和紫外线辐射。
使用多变量条件逻辑回归模型估计与暴露变量变化相关的 IPD 的匹配比值比(OR)。使用随机效应荟萃分析模型评估跨司法管辖区效应的异质性。
本研究纳入了 19566 名患者:澳大利亚 9629 名(平均[SD]年龄 42.8[30.8]岁;5280 名[54.8%]为男性)、加拿大 8522 名(仅报告病例日期)和美国 1415 名(仅报告病例日期)。在调整模型中,流感活动增加与 2 周后 IPD 风险增加相关(每增加一个 SD 的调整后 OR,1.07;95%CI,1.01-1.13)。湿度增加与 1 周后 IPD 风险降低相关(每增加 1 克/立方米的调整后 OR,0.98;95%CI,0.96-1.00)。其他关联存在异质性;荟萃回归表明,环境因素的组合可能代表独特的本地风险特征。例如,滞后 2 周时紫外线辐射和湿度的效应异质性部分由温度变化解释(紫外线指数:系数 0.0261;95%CI,0.0078 至 0.0444;绝对湿度:系数-0.0077;95%CI,-0.0125 至-0.0030)。
在这项研究中,流感与温带国家的 IPD 风险增加有关。这种关联不能用同时发生或病例特征来解释,而且似乎具有普遍性。在相同的司法管辖区中,绝对湿度与 IPD 风险降低有关。这些关联的普遍性对流感控制具有重要意义,并提高了对这种重要疾病季节性的理解。